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UBERT: A Novel Language Model for Synonymy Prediction at Scale in the UMLS Metathesaurus ...
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Evaluating Biomedical BERT Models for Vocabulary Alignment at Scale in the UMLS Metathesaurus ...
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Assessing the enrichment of dietary supplement coverage in the Unified Medical Language System
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In: J Am Med Inform Assoc (2020)
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IMIA LaMB WG publications: Medical Concept Representation ‐ the Years Beyond 2000 ...
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Abstract:
This conference paper is about understanding the state of the art in the context of “medical concept representation” It is a descriptive study based on bibliometrics, simple text mining and a social media survey. Results support the general understanding that the focus of research has moved toward medical ontologies, socially active researchers mention the OBO foundry, SNOMED, and UMLS as key resources. Text mining of most cited literature identifies single noun phrases as “health”, “information”, “clinical”, “knowledge”, “ontology”, “case”, “data”, “ semantic(s)”, “concept” and “representation” as leading denominators of the field. Terms as “ontology” and “semantic(s)” .have gained more significance in the last decade. There is a paradigm shift according to both the socially active group of researchers and bibliometric data, comparing citation ranks of the nineties and the recent decade support this opinion. ...
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Keyword:
language, meaning, concept representation, coding, thesauri, nomenclatures, ontology, classification, medicine, health care, knowledge engineering, medinfo, 213
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URL: https://dx.doi.org/10.5281/zenodo.3396958 https://zenodo.org/record/3396958
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IMIA LaMB WG publications: Medical Concept Representation ‐ the Years Beyond 2000 ...
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IMIA LaMB WG publications: 'Biomedical Semantics in the Big Data Era' - conference paper introducing the related workshop, MEDINFO, 2015 ...
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IMIA LaMB WG publications: 'Biomedical Semantics in the Big Data Era' - conference paper introducing the related workshop, MEDINFO, 2015 ...
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Auditing SNOMED CT Hierarchical Relations Based on Lexical Features of Concepts in Non-Lattice Subgraphs
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In: Computer Science Faculty Publications (2018)
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Interoperability of Medication Classification Systems: Lessons Learned Mapping Established Pharmacologic Classes (EPCs) to SNOMED CT
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Auditing SNOMED CT hierarchical relations based on lexical features of concepts in non-lattice subgraphs
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“Hybrid Topics” -- Facilitating the Interpretation of Topics Through the Addition of MeSH Descriptors to Bags of Words
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Mining Non-Lattice Subgraphs for Detecting Missing Hierarchical Relations and Concepts in SNOMED CT
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In: Computer Science Faculty Publications (2017)
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Context-Driven Automatic Subgraph Creation for Literature-Based Discovery
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In: Kno.e.sis Publications (2015)
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iExplore: Interactive Browsing and Exploring Biomedical Knowledge
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In: Amit P. Sheth (2014)
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A Graph-Based Recovery and Decomposition of Swanson’s Hypothesis using Semantic Predications
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In: Krishnaprasad Thirunarayan (2014)
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Context-Driven Automatic Subgraph Creation for Literature-Based Discovery
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In: Amit P. Sheth (2014)
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Context-Driven Automatic Subgraph Creation for Literature-Based Discovery
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In: Krishnaprasad Thirunarayan (2014)
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A Graph-Based Recovery and Decomposition of Swanson’s Hypothesis using Semantic Predications
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In: Amit P. Sheth (2014)
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iExplore: Interactive Browsing and Exploring Biomedical Knowledge
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In: Krishnaprasad Thirunarayan (2014)
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A Graph-Based Recovery and Decomposition of Swanson’s Hypothesis using Semantic Predications
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In: Kno.e.sis Publications (2013)
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